StrAttack

KO | EN

gitlite — search

#llm #golang #go #android #machine-learning #linux #docker #nodejs #macos #java #windows #cli #awesome-list #openai

(★ 33)

StrAttack, ICLR 2019

StrAttack Latest Version Download

Download Latest Version (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# StrAttack

The code is for paper: 'Structured Adversarial Attack: Towards General Implementation and Better Interpretability' which accepted in ICLR 2019
(https://openreview.net/forum?id=BkgzniCqY7) by Kaidi Xu*, Sijia Liu*, Pu Zhao, Pin-Yu Chen, Huan Zhang, Quanfu Fan, Deniz Erdogmus, Yanzhi Wang, Xue Lin (* means equal contribution)

```
@inproceedings{
xu2018structured,
title={Structured Adversarial Attack:  Towards General Implementation and Better Interpretability},
author={Kaidi Xu and Sijia Liu and Pu Zhao and Pin-Yu Chen and Huan Zhang and Quanfu Fan and Deniz Erdogmus and Yanzhi Wang and Xue Lin},
booktitle={International Conference on Learning Representations},
year={2019},
url={https://openreview.net/forum?id=BkgzniCqY7},
}
```

Experiment Setup
-------------------------------------
To prepare the ImageNet dataset, download and unzip the following archive:

[ImageNet Test Set](http://jaina.cs.ucdavis.edu/datasets/adv/imagenet/img.tar.gz)

and put the `imgs` folder in `../imagesnetdata`. This path can be changed
in `setup_inception.py`.

To download the inception model:

```
python3 setup_inception.py
```

To train CIFAR10 and MNIST model:
run 
```
python3 trainmodel.py -d all
```

StrAttack:

run 
```
python3 test_attack_iclr.py
```
You can change methods, dataset or any hyperparameter in args or add in command line.

StrAttack

StrAttack Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

StrAttack

StrAttack Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

Download README